{"product_id":"9783658330330","title":"Reinforcement Learning Aided Performance Optimization of Feedback Control Systems","description":"Changsheng Hua proposes two approaches, an input\/output recovery approach and a performance index-based approach for robustness and performance optimization of feedback control systems. For their data-driven implementation in deterministic and stochastic systems, the author develops Q-learning and natural actor-critic (NAC) methods, respectively. Their effectiveness has been demonstrated by an experimental study on a brushless direct current motor test rig.\n\n\nThe author:\n\nChangsheng Hua received the Ph.D. degree at the Institute of Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Germany, in 2020. His research interests include model-based and data-driven fault diagnosis and fault-tolerant techniques.\n\n\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePublication Year: \u003c\/strong\u003e2021\u003cbr\u003e\u003cstrong\u003eImprint: \u003c\/strong\u003eSpringer Fachmedien Wiesbaden\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003c\/p\u003e","brand":"Changsheng Hua","offers":[{"title":"Default Title","offer_id":41278841225394,"sku":"9783658330330","price":1328026.38,"currency_code":"IDR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0502\/5382\/4178\/products\/3658330333.01_SCLZZZZZZZ.jpg?v=1636247459","url":"https:\/\/readabook.store\/en-id\/products\/9783658330330","provider":"READABOOK BY ALKEM","version":"1.0","type":"link"}